Find Research outputs

2025

On the Existence of an Evasion Strategy in a Linear Differential Game with Integral Constraints

Pansera, B. A., Ibragimov, G. & Luckraz, S., 4 Jan 2025, In: Dynamic Games and Applications. 16 p., 114992.

Research output: Journal Publication › Article › peer-review

Simpson’s Paradox for Kendall’s Rank Coefficient

Zuyderhoff, P., Denuit, M. & Trufin, J., Jun 2025, In: Methodology and Computing in Applied Probability. 27, 2, 29.

Research output: Journal Publication › Article › peer-review

2024

A dataset of venture capitalist types in China (1978–2021): A machine-human hybrid approach

Chen, J., Cao, R., Song, Y., Hu, A. & Ding, Y., Dec 2024, In: Scientific data. 11, 1, 1255.

Research output: Journal Publication › Article › peer-review

Open Access

A high-resolution dataset for future compound hot-dry events under climate change

Wen, Y., Guo, J., Wang, F., Hao, Z., Fei, Y., Yang, A., Fan, Y. & Chan, F. K. S., Dec 2024, In: Scientific data. 11, 1, 1047.

Research output: Journal Publication › Article › peer-review

Open Access

Closure equation and higher-order moment relations in the Gauss-Hermite lattice Boltzmann method

Madadi, M., Johnson, J. T., Shi, Y. & Sader, J. E., Nov 2024, In: Physical Review E. 110, 5, 055301.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

Correction to: A high-resolution dataset for future compound hot-dry events under climate change (Scientific Data, (2024), 11, 1, (1047), 10.1038/s41597-024-03883-z)

Wen, Y., Guo, J., Wang, F., Hao, Z., Fei, Y., Yang, A., Fan, Y. & Chan, F. K. S., Dec 2024, In: Scientific data. 11, 1, 1197.

Research output: Journal Publication › Comment/debate

Open Access

Direct, indirect, and interaction effects based on principal stratification with a binary mediator

Lee, M. J., 1 Jan 2024, In: Journal of Causal Inference. 12, 1, 20230025.

Research output: Journal Publication › Article › peer-review

Open Access

GooseDetect^lion: A Fully Annotated Dataset for Lion-head Goose Detection in Smart Farms

Feng, Y., Li, W., Guo, Y., Wang, Y., Tang, S., Yuan, Y. & Shen, L., Dec 2024, In: Scientific data. 11, 1, 980.

Research output: Journal Publication › Article › peer-review

Open Access

Instrument-residual estimator for multi-valued instruments under full monotonicity

Kim, B. & Lee, M. J., Oct 2024, In: Statistics and Probability Letters. 213, 110187.

Research output: Journal Publication › Article › peer-review

2023

A Chinese Face Dataset with Dynamic Expressions and Diverse Ages Synthesized by Deep Learning

Han, S., Guo, Y., Zhou, X., Huang, J., Shen, L. & Luo, Y., Dec 2023, In: Scientific data. 10, 1, 878.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

An Approximated Collapsed Variational Bayes Approach to Variable Selection in Linear Regression

You, C., Ormerod, J. T., Li, X., Pang, C. H. & Zhou, X. H., 2023, In: Journal of Computational and Graphical Statistics. 32, 3, p. 782-792 11 p.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Endogenous treatment effect for any response conditional on control propensity score

Choi, J. Y., Lee, G. & Lee, M. J., May 2023, In: Statistics and Probability Letters. 196, 109747.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

Health analytics in business research: a literature review

Liu, Q., Yu, M., Xiong, B., Cai, Z., Zhang, P. & Tan, C. W., 2023, In: Journal of Management Analytics. 10, 3, p. 447-476 30 p.

Research output: Journal Publication › Review article › peer-review

6 Citations (Scopus)

Minimally capturing heterogeneous complier effect of endogenous treatment for any outcome variable

Lee, G., Choi, J. Y. & Lee, M. J., 1 Jan 2023, In: Journal of Causal Inference. 11, 1, 20220036.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

Overlap weight and propensity score residual for heterogeneous effects: A review with extensions

Choi, J. Y. & Lee, M. J., Jan 2023, In: Journal of Statistical Planning and Inference. 222, p. 22-37 16 p.

Research output: Journal Publication › Article › peer-review

5 Citations (Scopus)

2022

Bounds on Spearman’s rho when at least one random variable is discrete

Mesfioui, M., Trufin, J. & Zuyderhoff, P., Jun 2022, In: European Actuarial Journal. 12, 1, p. 321-348 28 p.

Research output: Journal Publication › Article › peer-review

Open Access

4 Citations (Scopus)

Effects of age on live streaming viewer engagement: a dual coding perspective

Liu, F., Li, Y., Song, X., Cai, Z., Lim, E. T. K. & Tan, C. W., 2022, In: Journal of Management Analytics. 9, 4, p. 435-447 13 p.

Research output: Journal Publication › Article › peer-review

4 Citations (Scopus)

Import competition and quality upgrading revisited: the role of overall protection

Niu, Z., Gunessee, S. & Milner, C., Sept 2022, In: Empirical Economics. 63, 3, p. 1219-1246 28 p.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Modelling the lexical complexity of homogenous texts: a time series approach

Zhang, Y., 2022, In: Quality and Quantity. 57, 3, p. 2033-2052 20 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

Neuron segmentation using 3D wavelet integrated encoder-decoder network

Li, Q. & Shen, L., 1 Feb 2022, In: Bioinformatics. 38, 3, p. 809-817 9 p.

Research output: Journal Publication › Article › peer-review

Open Access

9 Citations (Scopus)

Prey fear of a specialist predator in a tri-trophic food web can eliminate the superpredator

Fakhry, N. H., Naji, R. K., Smith?, S. R. & Haque, M., 3 Nov 2022, In: Frontiers in Applied Mathematics and Statistics. 8, 963991.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

Pruning neural networks for inductive conformal prediction

Zhao, X. & Bellotti, A., 2022, In: Proceedings of Machine Learning Research. 179, p. 273-293 21 p.

Research output: Journal Publication › Conference article › peer-review

1 Citation (Scopus)

Review and comparison of treatment effect estimators using propensity and prognostic scores

Lee, M. J. & Lee, S., 1 Nov 2022, In: International Journal of Biostatistics. 18, 2, p. 357-380 24 p.

Research output: Journal Publication › Review article › peer-review

4 Citations (Scopus)

Some Expressions of a Generalized Version of the Expected Time in the Red and the Expected Area in Red

Callant, J., Trufin, J. & Zuyderhoff, P., Jun 2022, In: Methodology and Computing in Applied Probability. 24, 2, p. 595-611 17 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

The Multilingual Picture Database

Duñabeitia, J. A., Baciero, A., Antoniou, K., Antoniou, M., Ataman, E., Baus, C., Ben-Shachar, M., Çağlar, O. C., Chromý, J., Comesaña, M., Filip, M., Đurđević, D. F., Dowens, M. G., Hatzidaki, A., Januška, J., Jusoh, Z., Kanj, R., Kim, S. Y., Kırkıcı, B. & Leminen, A. & 12 others, Lohndal, T., Yap, N. T., Renvall, H., Rothman, J., Royle, P., Santesteban, M., Sevilla, Y., Slioussar, N., Vaughan-Evans, A., Wodniecka, Z., Wulff, S. & Pliatsikas, C., Dec 2022, In: Scientific data. 9, 1, 431.

Research output: Journal Publication › Article › peer-review

Open Access

12 Citations (Scopus)

Theoretical Prediction and Thermal Transport Properties of Novel Monolayer TlPt₂Se₃

Nair, S. S., Sajjad, M. & Singh, N., May 2022, In: Advanced Theory and Simulations. 5, 5, 2200061.

Research output: Journal Publication › Article › peer-review

Open Access

4 Citations (Scopus)

2021

A dataset on affiliation of venture capitalists in China between 2000 and 2016

Chen, J., Chen, T., Song, Y., Hao, B. & Ma, L., 4 Aug 2021, In: Scientific data. 8, 1, 201.

Research output: Journal Publication › Article › peer-review

Open Access

8 Citations (Scopus)

Approximation to Object Conditional Validity with Inductive Conformal Predictors

Bellotti, A., 2021, In: Proceedings of Machine Learning Research. 152, p. 4-23 20 p.

Research output: Journal Publication › Conference article › peer-review

2 Citations (Scopus)

A Relabeling Approach to Handling the Class Imbalance Problem for Logistic Regression

Li, Y., Adams, N. & Bellotti, T., 9 Nov 2021, (Published Online) In: Journal of Computational and Graphical Statistics. 31, 1, p. 241-253 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

6 Citations (Scopus)

Deep autoencoder-based community detection in complex networks with particle swarm optimization and continuation algorithms

Al-Andoli, M., Cheah, W. P. & Tan, S. C., 2021, In: Journal of Intelligent and Fuzzy Systems. 40, 3, p. 4517-4533 17 p.

Research output: Journal Publication › Article › peer-review

19 Citations (Scopus)

Instrument residual estimator for any response variable with endogenous binary treatment

Lee, M. J., Jul 2021, In: Journal of the Royal Statistical Society. Series B: Statistical Methodology. 83, 3, p. 612-635 24 p.

Research output: Journal Publication › Article › peer-review

9 Citations (Scopus)

On the Memory Mechanism of Tensor-Power Recurrent Models

Qiu, H., Li, C., Weng, Y., Sun, Z., He, X. & Zhao, Q., 2021, In: Proceedings of Machine Learning Research. 130, p. 3682-3690 9 p.

Research output: Journal Publication › Conference article › peer-review

5 Citations (Scopus)

Who Looks after the Kids? The Effects of Childcare Choice on Early Childhood Development in China*

Zhang, J., Appleton, S., Song, L. & Liu, B., Jun 2021, In: Oxford Bulletin of Economics and Statistics. 83, 3, p. 619-640 22 p.

Research output: Journal Publication › Article › peer-review

Open Access

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7 Citations (Scopus)

72 Downloads (Pure)

2020

Analysis of a stochastic predator-prey system with foraging arena scheme

Cai, Y., Cai, S. & Mao, X., 17 Feb 2020, In: Stochastics. 92, 2, p. 193-222 30 p.

Research output: Journal Publication › Article › peer-review

Open Access

10 Citations (Scopus)

An infinite-horizon mean field game of growth and capital accumulation: A markov chain approximation numerical scheme and its challenges

Leong, C. K., 2020, Annals of the International Society of Dynamic Games. Birkhauser, p. 229-238 10 p. (Annals of the International Society of Dynamic Games; vol. 16).

Research output: Chapter in Book/Conference proceeding › Book Chapter › peer-review

Can Technical Indicators Provide Information for Future Volatility: International Evidence

Shi, Y., Tao, X., Shi, Y., Zhu, N., Ying, T. & Peng, X., 25 Feb 2020, In: Journal of Systems Science and Information. 8, 1, p. 53-66 14 p.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

Cluster integrals and virial coefficients for realistic molecular models

Wheatley, R. J., Schultz, A. J., Do, H., Gokul, N. & Kofke, D. A., May 2020, In: Physical Review E. 101, 5, 051301.

Research output: Journal Publication › Article › peer-review

Open Access

10 Citations (Scopus)

Constructing Normalized Nonconformity Measures based on Maximizing Predictive Efficiency

Bellotti, A., 2020, In: Proceedings of Machine Learning Research. 128, p. 41-54 14 p.

Research output: Journal Publication › Conference article › peer-review

8 Citations (Scopus)

Natural language processing (NLP) in management research: A literature review

Kang, Y., Cai, Z., Tan, C. W., Huang, Q. & Liu, H., 2 Apr 2020, In: Journal of Management Analytics. 7, 2, p. 139-172 34 p.

Research output: Journal Publication › Review article › peer-review

334 Citations (Scopus)

On the pernicious effects of oil price uncertainty on US real economic activities

Charles, A., Chua, C. L., Darné, O. & Suardi, S., Dec 2020, In: Empirical Economics. 59, 6, p. 2689-2715 27 p.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

Preface

Yeung, D., Luckraz, S. & Leong, C. K., 2020, In: Annals of the International Society of Dynamic Games. 16, p. v-viii

Research output: Journal Publication › Editorial

Ruin-based risk measures in discrete-time risk models

Cossette, H., Marceau, E., Trufin, J. & Zuyderhoff, P., Jul 2020, In: Insurance: Mathematics and Economics. 93, p. 246-261 16 p.

Research output: Journal Publication › Article › peer-review

Open Access

7 Citations (Scopus)

Stochastic delay foraging arena predator–prey system with Markov switching

Cai, Y., Cai, S. & Mao, X., 3 Mar 2020, In: Stochastic Analysis and Applications. 38, 2, p. 191-212 22 p.

Research output: Journal Publication › Article › peer-review

Open Access

19 Citations (Scopus)

The impact of product differentiation on symmetric R&D networks

Alghamdi, M., McDonald, S. & Pailthorpe, B., 2020, Annals of the International Society of Dynamic Games. Birkhauser, p. 175-215 41 p. (Annals of the International Society of Dynamic Games; vol. 16).

Research output: Chapter in Book/Conference proceeding › Book Chapter › peer-review

1 Citation (Scopus)

Understanding post-Crisis price deviations in Europe: Disintegration or mere adjustment?

Glushenkova, M. & Zachariadis, M., 1 Apr 2020, In: Empirical Economics. 58, 4, p. 1797-1814 18 p.

Research output: Journal Publication › Article › peer-review

Open Access

File

61 Downloads (Pure)

2019

An evaluation of the role of fuzzy cognitive maps and Bayesian belief networks in the development of causal knowledge systems

Wee, Y. Y., Cheah, W. P., Tan, S. C. & Wee, K., 2019, In: Journal of Intelligent and Fuzzy Systems. 37, 2, p. 1905-1920 16 p.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

A Survey on the Relationship Between the Game of Cops and Robbers and Other Game Representations

Luckraz, S., 15 Jun 2019, In: Dynamic Games and Applications. 9, 2, p. 506-520 15 p.

Research output: Journal Publication › Review article › peer-review

8 Citations (Scopus)

A voting approach to uncover multiple influential spreaders on weighted networks

Sun, H. L., Chen, D. B., He, J. L. & Ch'ng, E., 1 Apr 2019, In: Physica A: Statistical Mechanics and its Applications. 519, p. 303-312 10 p.

Research output: Journal Publication › Article › peer-review

Open Access

File

41 Citations (Scopus)

121 Downloads (Pure)

Detection and computation of high codimension bifurcations in diffuse predator–prey systems

Diouf, A., Mokrani, H., Ngom, D., Haque, M. & Camara, B. I., 15 Feb 2019, In: Physica A: Statistical Mechanics and its Applications. 516, p. 402-411 10 p.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

Difference in differences in reverse

Kim, K. & Lee, M. J., 15 Sept 2019, In: Empirical Economics. 57, 3, p. 705-725 21 p.

Research output: Journal Publication › Article › peer-review

16 Citations (Scopus)

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